Main

Vascular cambium is responsible for the lateral (secondary) growth of plant stems and roots. This process is particularly prevalent in tree species but also occurs in non-woody species such as Arabidopsisthaliana. The vascular cambium consists of meristematic cells that undergo periclinal cell divisions (that is, cell divisions parallel to the surface of the organ). Cambium cells that leave the meristem ultimately differentiate into parenchymatic or conductive cells, with secondary xylem being produced inwards and secondary phloem outwards1,2,3 (Extended Data Fig. 1a). Recent lineage-tracing studies showed that a subset of cambial cells act as bifacial stem cells, since a single cambial cell is capable of producing both xylem and phloem4,5,6.

A major regulator of cambium development is the phytohormone auxin4,7,8. Mutations in genes encoding components of auxin signalling, including those associated with perception and polar transport of the hormone, cause defects in cambium development4,9, vascular patterning4,9,10,11, leaf venation12, and xylem and phloem formation in planta4,13,14, in tissue culture15 and during vascular regeneration16. Recently, we showed that ectopic clones with high levels of auxin signalling force non-xylem cells to differentiate into secondary xylem vessels, while cells adjacent to such clones divide periclinally and gain expression of cambial markers4. The ectopic clone thus behaves as an organizer that causes adjacent cells to specify as vascular cambium stem cell-like cells. In agreement with this, an auxin maximum is normally located on the xylem side of the vascular cambium, and stem cell divisions occur adjacent to this maximum4. These data raise the question of whether the location of the auxin maximum within the cambium has a role in stem cell fate decisions.

Other phytohormones also influence cambium development alongside auxin8. For example, gibberellins (or gibberellic acid, GA) promote secondary xylem production in both Arabidopsis17 and poplar18,19,20. In Arabidopsis, this occurs during flowering, when GA levels rise17. Recently, AUXIN RESPONSE FACTOR 6 (ARF6) and ARF8 have been shown to mediate auxin-dependent xylem production that is downstream of GA signalling21. Interactions between auxin and GA also occur in other biological processes. For example, in Arabidopsis roots, GA directly promotes abundance of PIN-FORMED (PIN) polar auxin transporters in the root meristem, thus regulating polar auxin transport (PAT)22.

In this Article, we show that GA promotes PIN1-dependent PAT in Arabidopsisthaliana roots. This results in an expanded auxin signalling maximum within the root vascular cambium, which forces cambial stem cell daughters to preferentially specify as xylem cells. Our data show how GA influences the position of the auxin maximum in cambium, therefore determining stem cell fate decisions between xylem and phloem.

Results

GA regulates stem cell fate decisions

Previously, GA has been shown to increase xylem formation in Arabidopsis hypocotyls during flowering17. To understand the role of GA on cambial growth dynamics, we analysed GA’s effect in Arabidopsis roots at a cellular resolution. To reach that goal, we analysed roots during the early stages of secondary growth, when cell division and differentiation dynamics are easier to follow. At these stages, only two types of xylem cell are produced: secondary xylem vessels and xylem parenchyma (Extended Data Fig. 1a). Secondary xylem vessels expand radially and deposit a thick secondary cell wall before fully differentiating into hollow, water-conducting vessels, while xylem parenchyma remain in a seemingly undifferentiated state. As expected, GA treatment in young roots resulted in an increased number of both secondary xylem vessels and xylem parenchyma, and the increase was equal in both cell types (Fig. 1a–c and Extended Data Fig. 1b). In addition, secondary xylem vessel expansion increased as a result of GA treatment (Fig. 1a,d). In contrast to plants treated with GA, a mutant deficient in GA biosynthesis, ga requiring1 (ga1 (ref. 23)), had a reduced number of xylem vessels and parenchymatic cells (Fig. 1a–c). Additionally, the xylem vessel area was reduced (Fig. 1a,d). All of these phenotypes were rescued by GA treatment (Fig. 1a–d). Altogether, these data show that GA promotes the production of both xylem vessels and parenchyma during the early stages of secondary growth in roots.

Fig. 1: GA induces secondary xylem proliferation and vessel expansion.
figure 1

a, Cross-sections after a 10 day GA treatment in 4-day-old Col-0 and ga1 roots. Black dotted lines indicate the most recent cell divisions. Red dotted lines mark the border between the phloem and the periderm. be, Quantifications of secondary vessel (b) and xylem parenchyma cell numbers (c), individual secondary vessel area (d) and total phloem cell number (e) in 14-day-old seedlings. fh, Lineage tracing with pHS:Dbox-CRE x 35S:lox-GUS (HSdCR) in active cambium with GUS-stained sectors (blue) originating from a single recombination event. Recombination was induced in 16-day-old seedlings, after which they (Col-0 in f and g and ga1 in h) were grown for 6 days under mock (f and h) or GA4,7 conditions (g). Black arrowheads indicate the most recent cell divisions in the sectors (thinnest cell wall). i, GUS sectors (bars) plotted relative to the position of the thinnest cell wall (yellow line) in each sector. Values indicate average number of phloem and xylem cells (± s.d.) within the sectors. j, Confocal cross-sections of pAPL:erRFP after an 11 day GA or mock treatment in 4-day-old plants. k, The ratio of cells expressing APL versus all phloem cells in j. In b, c, e and k, the boxes in the box-and-whisker plots show the median and interquartile range, and the whiskers show the total range. In the violin plots in d, the white dot shows the median and the thick line the interquartile range. The thinner line represents the rest of the distribution. Each side of the line is a kernel density estimation that shows the distribution shape of the data. In be and k, individual data points are plotted as purple dots. Numbers in be and k indicate number of samples. Two-way ANOVA with Tukey’s post hoc test in be and one-way ANOVA with Tukey’s post hoc test in k. Boxes/bars not sharing a lower-case letter in the plots indicate a significant difference, P < 0.05. Scale bars, 50 µm (a), 20 µm (fh) and 10 µm (j). p, phloem; pp, primary phloem pole; x, xylem; v, secondary xylem vessel. All experiments were repeated three times.

Source data

To investigate the mechanism causing the observed changes in xylem cell number, we looked for alterations in the cambium growth dynamics. We used a previously established heat shock-inducible CRE–lox-based lineage-tracing system4, which allows the production of single-cell clones within a population of dividing cells, including cambium. This enabled us to monitor the cambium growth dynamics over time. Under normal growth conditions, lineages are derived from a single recombination event in one stem cell and span towards both the xylem and phloem side in an almost equal manner (Fig. 1f,i). This indicates that bifacial stem cell divisions normally provide an equal number of new xylem and phloem cells. Under GA-treated conditions, clone cell lineages show an unequal distribution (Fig. 1g,i), with a preference towards the xylem side, while lineages in the ga1 mutant background preferably span towards the phloem (Fig. 1h,i). We did not observe proliferating sectors exiting the cambium and entering differentiating tissue in any of the conditions (Fig. 1i). These data indicate that GA regulates stem cell fate decisions during cambium proliferation rather than specifically regulating xylem or phloem proliferation.

Dual function of GA on phloem formation

Previous histological studies in hypocotyl21 and our lineage-tracing results in root (Fig. 1i) show that GA inhibits phloem production. Next, we tested whether GA affects the production of different phloem cell types. Phloem consists of conductive cells known as sieve elements, together with their companion cells and phloem parenchyma (Extended Data Fig. 1a). In agreement with the lineage-tracing results, total phloem cell numbers were decreased in GA-treated roots and increased in the ga1 mutant background (Fig. 1a,e). Next, we used the conductive phloem cell specific marker ALTERED PHLOEM DEVELOPMENT (APL)24 to determine whether GA affects the production of conductive phloem cells. We observed that the ratio of APL-positive cells to total phloem cells was increased after GA treatment and decreased in ga1 (Fig. 1j,k). Thus, with excess GA, plants produce proportionally more conductive phloem, and with limited GA, they instead produce proportionally more parenchymatic cells. Similar results were observed when quantifying the proportion of sieve elements by safranin staining25 (Extended Data Fig. 1c–e). These results seem counterintuitive compared with the lineage tracing and total phloem number results, where the reverse tendency was observed. We therefore analysed the overall expression pattern of APL in more detail. In ga1, APL expression showed that phloem differentiation is more focused around the primary phloem pole regions and is situated further away from the dividing stem cells than in normal conditions (Extended Data Fig. 1f–h). In contrast, after GA treatment, plants show broader APL expression, with phloem differentiation occurring slightly closer to the dividing stem cells (Extended Data Fig. 1f–h). These data indicate that GA inhibits a phloem fate decision by cambial stem cells; however, those few cells that do specify as phloem will preferentially differentiate as conductive phloem.

GA signalling is required in the early xylem domain

Next, we wondered where and how GA affects cambium growth dynamics. First, we aimed to understand which tissue types GA signalling operates in during secondary growth. DELLA proteins act as repressors of GA signalling, and they are rapidly degraded in the presence of GA26. Mutations in one of the DELLA genes, REPRESSOR OF GA (RGA)27, result in increased xylem area21 within the hypocotyl and could therefore also have an effect in root secondary growth. Indeed, we found that pRGA:GFP-RGA27 showed broad expression in the root cambium, appearing in both the xylem and the phloem. While 3 day GA biosynthesis inhibitor (paclobutrazol, PAC) treatment increased green fluorescent protein (GFP)-RGA signal, 24 h GA application led to strong reduction of the signal in all cell types (Extended Data Fig. 2a–f). These results indicate there is active GA signalling occurring during secondary growth in the cambium.

Deletion of 17 amino acids within the DELLA domain of RGA (RGAΔ17) results in the formation of a dominant, non-degradable version of the protein28. By driving this dominant inhibitor of GA signalling under three different cell type-specific inducible promoters, we investigated where GA signalling is required for its effect on cambium development. Inhibition of GA signalling under the promoter of the early phloem gene PHLOEM-EARLY-DOF 1 (PEAR1)29 did not inhibit xylem production (Fig. 2a,b,e). However, RGAΔ17 induction under the promoter of the stem cell gene AINTEGUNMENTA (ANT)4, and especially under the promoter of the early xylem gene HOMEOBOX GENE 8 (AtHB8) (ref. 4) significantly reduced xylem production (Fig. 2a,c–e), with the strongest lines resembling the ga1 mutant phenotype (Figs. 1a and 2d). These data indicate that GA signalling in the stem cells and in early xylem is required for its role in promoting xylem production. This is also in accordance with measured bioactive GA gradients within poplar stems20, which show a GA maximum in the developing xylem.

Fig. 2: GA signalling on the xylem side of the cambium is required to promote secondary xylem formation.
figure 2

ad, Root cross-sections after a 6 day induction in 4-day-old seedlings of Col-0 (a) or with mutated RGAΔ17 expressed in the early phloem cell (pPEAR1:XVE»RGAΔ17) (b), the stem cells (pANT:XVE»RGAΔ17) (c) or the early xylem (pATHB8:XVE»RGAΔ17) (d). Black dotted lines indicate the most recent divisions. e, Quantification of the total xylem cell number (cells within the most recent cell divisions) in ad. Scale bars, 20 µm (ad). Significant differences based on a two-tailed Wilcoxon test are indicated. NS, not significant. Numbers in e indicate number of samples. The boxes in the box-and-whisker plots show the median and the interquartile range, and the whiskers show the total range. Individual data points are plotted as purple dots. p, phloem; x, xylem. All experiments were repeated three times.

Source data

GA regulates the width of the auxin response gradient

Earlier clonal activation studies have shown that a local auxin maximum drives xylem formation and promotes cambial cell divisions non-cell autonomously4. As GA’s effect on xylem proliferation is the strongest in the early xylem cells, where the local auxin signalling maximum is located, we investigated whether GA could regulate the position of this maximum. Using a new red fluorescent protein (RFP)-based version of the auxin response reporter, DR5v2 (ref. 30) (Methods), we observed expression on the xylem side of cambium (Fig. 3a and Extended Data Fig. 3a,f), matching with the cells showing the highest levels of auxin signalling in secondary tissues4. Recent stem cell divisions are identifiable by the appearance of thin cell walls within the cambium (arrowheads in Fig. 3a). We marked the phloem-side stem cell daughter as 1 and the xylem-side daughter as −1 (Fig. 3a). In wild-type (WT) plants, DR5v2 expression often reaches the xylem-side stem cell daughter (−1) and even reached the cell in position −2, but it was rarely seen in the phloem-side daughter (1). In ga1, a smaller proportion of stem cell daughters showed DR5v2 expression (expression in positions 1 or −1 was seen in 29% of ga1 roots and 48% of control (Col-0) roots; Fig. 3a,b,d and Extended Data Fig. 3a,b). A 24 h GA treatment was not sufficient to cause changes in DR5v2 expression (Extended Data Fig. 3c–g). However, after 48 h, a higher proportion of the stem cell daughters expressed DR5v2 than in mock controls (57% in positions −1 and 1 in ga1 and 83% in Col-0) (Fig. 3a–c). Altogether, these GA manipulation studies show that GA regulates the position of the auxin signalling maximum within cambium.

Fig. 3: Auxin signalling is required for GA to affect xylem development.
figure 3

a,b, Expression of DR5v2:erRFP in the root cambium after a 48 h GA treatment in 14-day-old seedlings of WT Col-0 (a) and ga1 (b). White arrowheads indicate the most recent cell divisions. The numbers −2, −1, 1 and 2 indicate the relative position of the cells in respect to the most recent cell division, with negative values towards the xylem and positive towards the phloem. c, Counts of the position in the cambium at which the DR5v2:erRFP gradient ends. Cellular positions on the x axis correspond with the cellular position in a and b. d, Comparing the DR5:erRFP gradient in WT and ga1. e, qRT–PCR analysis of the AtHB8 expression level in WT and ga1 backgrounds. f, Root cross-sections after a 6 day GA treatment in 4-day-old seedlings of Col-0, arf7,arf19 and amiMP,arf7,arf19. g, Quantification of the number of secondary xylem vessels in plants shown in f. h, Root cross-sections after a 6 day induction and GA treatment in 4-day-old seedlings of p35S::XVE»mir165a. i, Quantification of the number of secondary xylem vessels in plants shown in g. Two-tailed chi-square test in c and d; two-tailed t-test in e; Kruskall–Wallis test with Bonferroni adjustment in i. The boxes in the box-and-whisker plots in e, g and i show the median and the interquartile range, and the whiskers show the total range. Individual data points are plotted as purple dots. Numbers in g and i indicate number of samples. Boxes not sharing a lower-case letter in the plots indicate a significant difference, P < 0.05. NS, not significant. p, phloem; x, xylem; v, secondary xylem vessels. n refers to the total number of observations. Scale bars, 10 µm (a and b) and 20 µm (f and h). g was repeated four times and all other experiments three times.

Source data

Since auxin drives xylem vessel formation4, this GA-induced broadened auxin response gradient could explain how GA promotes vessel production (Fig. 1a,b). To the test this, we investigated whether auxin signalling is required for the effect of GA on xylem production in the root cambium. Previously, we have shown that auxin signalling in the Arabidopsis root cambium acts primarily via MONOPTEROS (MP/ARF5), ARF7 and ARF19 (ref. 4). We therefore treated two different allelic arf7,19 mutant combinations and the conditional triple mutant amiMP (inducible artificial microRNA against MP in arf7,19 (ref. 4); Methods) with GA. No significant changes in the number of secondary xylem vessels were observed in any of the mutant combinations following GA treatment (Fig. 3f,g), indicating that GA’s effect on xylem production requires ARF5/ARF7/ARF19-mediated auxin signalling.

The HOMEODOMAIN LEUCINE ZIPPER IIIs (HD-ZIP IIIs) act downstream of auxin signalling31,32 to promote xylem identity in the root cambium4. A representative member of the family, AtHB8, is expressed specifically in the early xylem cells4. Since ga1 has a narrow auxin signalling maximum (Fig. 3b,d), AtHB8 expression is also reduced in the ga1 mutant, as shown by quantitative real-time polymerase chain reaction (qRT–PCR) analysis (Fig. 3e). Inducible overexpression of mir165a, which targets the messenger RNAs of all five HD-ZIP IIIs for degradation33, leads to the inhibition of secondary xylem formation in the root cambium4. GA was unable to rescue this phenotype, indicating that the HD-ZIP IIIs are required for GA-induced xylem production (Fig. 3h,i). Taken together, these data show that GA’s effect on xylem formation acts via auxin signalling and its downstream factors to define xylem identity.

GA promotes long-distance PAT via PIN1

The PIN auxin efflux carriers play a dominant role in determining how auxin accumulates in different tissues34. Since GA has previously been reported to regulate PIN levels in the root apical meristem22,35, we investigated whether GA also regulates auxin accumulation, and thus auxin signalling, through PIN activity in the vascular cambium. Of the five plasma membrane-localized PINs (PIN1, 2, 3, 4 and 7) (ref. 34), only PIN1-GFP showed consistent expression on the xylem side of the vascular cambium (Extended Data Fig. 4a–e). A detailed analysis revealed that PIN1 has the highest expression in the xylem-side stem cell daughters (position −1), with weaker expression in the neighbouring cells (positions −2 and 1). Following 24 h GA treatment, PIN1 expression spreads towards the phloem to occupy both stem cell daughters (Fig. 4a,d and Extended Data Fig. 5a), thus showing a shift in expression similar to the auxin signalling marker DR5v2. (Fig. 3a,c). Unlike in WT, the PIN1 expression in ga1 is discontinuous around cambium, and this phenotype can be rescued with GA application (Extended Data Fig. 5a). However, the remaining PIN1 expression shows similar radial distribution to WT within the stem cell daughters. GA treatment led to spread of PIN1 expression, as observed in WT (Fig. 4b,d). Since DR5v2 induction by GA takes longer (48 h) than induction of PIN1 (24 h), we hypothesized that GA-mediated PIN1 upregulation is independent of ARF-mediated auxin signalling. Supporting this hypothesis, GA treatment leads to spread in PIN1 expression in arf7,19, similarly to the GA treatment in WT (Fig. 4a,c,d and Extended Data Fig. 5c). Together, these data show that GA promotes PIN1 expression in the stem cells and this is followed by expanded expression of DR5v2.

Fig. 4: GA promotes long-distance auxin transport in a PIN1-dependent manner.
figure 4

ac, Expression of pPIN1:PIN1-GFP in the root cambium after a 24 h GA treatment in 14-day-old seedlings of WT (a), ga1 (b) and arf7,19 (c). White arrowheads indicate the most recent cell divisions. The numbers −2, −1, 1 and 2 indicate the position of the cells relative to the most recent cell division, with negative values towards the xylem and positive towards the phloem. d, Counts of the position in the cambium at which the pPIN1:PIN1-GFP gradient ends. Cellular positions on the x-axis correspond with the cellular positions in ac, and n refers to the total number of observations. e, A schematic explaining the setup of the PAT assay. The red circle indicates the position of 3H-IAA application, and the black arrow shows the direction of IAA movement. The black line indicates the area sampled to detect 3H-IAA. f, 3H-IAA transport from the root–shoot transition zone to 1.8–2.6 cm from the root tip after a 1 h GA treatment in 6-day-old Col-0 and mutant plants. After 0, 1 or 2 days, plants were treated with 3H-IAA for 3 h and then sampled. Data shown are mean ± s.d. (n = 3 independent pools of 10). g, Root cross-sections after a 6 day GA treatment in 4-day-old seedlings of Col-0 and various pin mutants. h, Quantification of the number of secondary xylem vessels in plants shown in f. Two-tailed chi-square test in d; two-way ANOVA with Tukey’s post hoc test in f and h. The boxes in the box and whisker plots show the median and the interquartile range, and the whiskers show the total range. Individual data points are plotted as purple dots. Numbers in h indicate number of samples. Boxes or bars not sharing a lower-case letter in the plots indicate a significant difference, P < 0.05 Scale bars, 10 µm (ac) and 20 µm (g). p, phloem; x, xylem; v, secondary xylem vessel. All experiments were repeated three times.

Source data

Previously, PIN1 has been proposed to act both via increased long-distance PAT and via local redirection of auxin fluxes11,13,34. PIN1 has been shown to be basally localized in vascular cells11,13,36,37. Similarly, in the root cambial stem cells, we observed basal PIN1 localization, which did not change after GA treatment (Extended Data Fig. 5b). This suggests that GA does not redirect auxin fluxes within the cambium, implying that long-distance PAT might be affected. To test whether GA enhances long-distance PAT, we performed a PAT assay. Six-day-old seedlings were treated with GA4,7 for 1 h, after which seedlings were rinsed and then transferred either directly to discontinuous medium for auxin transport assay or replaced on Murashige and Skoog (MS) medium to grow for an extra 1 or 2 days. For the PAT assay, tritium-labelled indole-3-acetic acid (3H-IAA) was applied to the root–shoot transition zone, and radioactivity was measured in either the upper part of the root (Fig. 4e,f) or the root tip (Extended Data Fig. 6a,b). Increased 3H-IAA signals were observed in the upper part of GA-treated WT roots 1 day after GA application (Fig. 4f). As expected, in the DELLA double mutant rga,gai, in which GA signalling is de-repressed38, the 3H-IAA signal did not increase upon GA treatment (Fig. 4f and Extended Data Fig. 6b), thus demonstrating that GA’s effect on PAT is caused by the canonical GA signalling pathway. Similarly, arf7,19 failed to respond to GA (Fig. 4f and Extended Data Fig. 6b), indicating that ARF7/19-mediated auxin signalling is required for GA-induced PAT as well as for xylem formation (Fig. 3f,g).

As GA signalling is able to both enhance PAT and broaden PIN1 expression in the cambium, we postulated that PIN1 might be required for GA’s effect on PAT. The pin1-7 loss-of-function mutant has a lower baseline level of PAT, and pin1 mutant roots did not show increased 3H-IAA transport upon GA treatment, similar to rga,gai and arf7,19 mutants (Fig. 4f and Extended Data Fig. 6b). However, GA treatment in the triple mutant lacking three of the other plasma membrane-localized PINs, pin3,4,7, did result in increased levels of 3H-IAA in roots (Fig. 4f and Extended Data Fig. 6b), indicating that mainly PIN1 is required for GA’s effect on long-distance PAT.

In addition to PINs, two ATP Binding Cassette subfamily B (ABCB) auxin transporters, ABCB19 and ABCB21, also contribute to maintenance of PAT streams in the vasculature39,40. No change in ABCB19 expression was observed with GA treatment (Extended Data Fig. 7a). However, ABCB21, which is localized almost exclusively to the pericycle40, initially increased slightly with GA treatment and maintained over a 24 h period (Extended Data Fig. 7a,b). While rootward auxin transport was severely reduced in abcb19, these mutants still showed increased transport with GA treatment (Extended Data Fig. 7c). PAT in abcb21 was only slightly responsive to GA (Extended Data Fig. 7c). Together these results suggest that GA-enhanced long-distance PAT requires ABCB19 function along with PIN1. Additionally, GA-upregulated ABCB21 probably increases restriction of auxin to the central vasculature, where PIN1 provides directional flux towards the root tip in addition to more localized auxin distributions within vascular cambium.

Since PIN1 has a central role in directional auxin flux along cambium, we next studied whether PIN1 is required for GA to promote secondary xylem production. We first analysed the effect of GA treatment in two allelic pin1 mutants, pin1-1 and pin1-7. GA treatment led to an increased number of secondary xylem vessels in WT but not in either of the pin1 mutants (Fig. 4g,h). In contrast, the pin3,4,7 mutant responded similarly to WT in terms of xylem production (Fig. 4g,h), indicating a non-redundant function for PIN1 in GA-induced xylem formation. Additionally, DR5rev:GUS expression was not induced by GA in the pin1-7 background (Extended Data Fig. 6c,d). Altogether, our data show that GA promotes broadening of PIN1 expression in the cambium of the hypocotyl and root, which results in increased PAT to and through the root. This leads to a broadening of the enhanced auxin signalling domain in cambium to promote xylem production (Fig. 6a).

GA treatment occasionally leads to stem cell respecification

Next, we investigated how the GA-induced changes in the width of the auxin maximum alter stem cell fate decisions, shifting from equal xylem and phloem distribution towards favouring xylem production (Fig. 1f–i). First, we investigated the stem cell division dynamics using the stem cell marker pANT:erRFP together with labelling dividing cells with 5-ethynyl-2′-deoxyuridine (EdU)41. ANT was typically expressed in both stem cell daughters (mock: 68%; Fig. 5a) and to a lesser degree only in the phloem-side stem cell daughter (32%). After 2 days of EdU tracing, the majority of the EdU-positive cells were in the ANT expression domain (mock: 80%; Fig. 5b and Extended Data Fig. 8a). However, following a 2 day GA treatment, a larger proportion of ANT expression was restricted to the phloem-side stem cell daughter (GA4,7: 43%; Fig. 5a). In addition, significantly more EdU-positive cells were outside the ANT expression domain towards the xylem (mock: 20%; GA: 36%; Fig. 5b and Extended Data Fig. 8b). These data show that GA treatment results in a higher proportion of xylem-side stem cell daughters losing stem cell identity and obtaining xylem identity.

Fig. 5: GA promotes xylem formation by influencing stem cell dynamics.
figure 5

a, Confocal cross-sections of pANT:erRFP after a 48 h GA treatment in 14-day-old roots. Expression shift to only on the phloem-side stem cell daughter after GA treatment was significant (P = 0.0016). The numbers −1 and 1 indicate the position of the cells relative to the most recent cell division. b, Confocal cross-sections of pANT:erRFP (magenta) after 6 h of EdU (green) incorporation and 48 h GA treatment in 14-day-old roots. Asterisks indicate EdU-positive cells that do not overlap with pANT:erRFP expression. EdU-positive nuclei not overlapping with ANT was significantly increased after GA treatment (P = 0.009). c, A schematic showing where ANT sectors originate from within the cambium. d, A stem cell sector 1 day after induction in a 14-day-old seedling. eg, A stem cell sector 6 days after induction grown on mock (e), a stem cell sector (f) and a sector that has lost the stem cell identity (g) grown on 2 µM GA4,7. h, GUS sectors (bars) plotted based on the position of the thinnest cell wall (yellow line). Note: the light-blue bars highlight the sectors that are only present on the xylem side of the cambium (21% of the GA treated samples). i, A schematic showing where the PEAR1 sectors originate from within the cambium. j, A phloem sector 1 day after induction in a 14-day-old plant. km, A phloem sector 6 days after induction, grown on mock (k), a phloem sector (l) and a sector containing stem cell (m) grown on 2 µM GA4,7. n, GUS sectors plotted on the basis of the position of the thinnest cell wall (yellow line). Note: the light-blue bars highlight the sectors that have gained stem cell identity (21% of the GA treated samples). x, xylem; p, phloem; S, stem cell. Two-tailed chi-square test in a and b. Arrowheads in a, eg, k and lm indicate the most recent cell divisions. Percentages in a and b indicate frequency of the observed phenotype. Scale bars, 10 µm (a and b) and 20 µm (dg and jm). All experiments were repeated three times.

Source data

To follow the consequences of altered stem cell dynamics during long-term GA treatment, we carried out a lineage-tracing experiment where single-cell clones marked with GUS expression were induced in the stem cells using the ANT promoter (Fig. 5c,d) (ref. 4). After 6 days, under normal growth conditions, stem cell sectors spanned almost equally towards both the xylem and the phloem (Fig. 5e,h), similar to the stem cell sectors generated randomly within the cambium (Fig. 1f,i) and what we have shown earlier4. When seedlings are treated with GA, the majority of the stem cell sectors spanned further towards xylem than phloem (Fig. 5f–h). Unexpectedly, a subset of the ANT sectors were pushed away from the cambium into the xylem (Fig. 5g, light-blue sectors in Fig. 5h, 21% of the GA sectors), indicating that, occasionally, both stem cell daughters lose their identity and differentiate into xylem after GA application. This led us to hypothesize that when auxin signalling spreads to both stem cell daughters causing them to differentiate into xylem, the adjacent phloem identity cell respecifies as a stem cell. To test this, we performed a lineage-tracing experiment with sectors originating from a single early phloem cell using the promoter of phloem identity gene PEAR1 (ref. 29) (Fig. 5i,j). Under normal conditions, the active cambium pushes phloem identity cells away from the cambium while they differentiate into phloem cells, leading to the formation of sectors deep in the phloem (Fig. 5k,n). However, under GA-treated conditions, a subset of phloem lineage sectors is able to produce both xylem and phloem (Fig. 5l–n, light-blue sectors in Fig. 5j, 21% of the GA sectors), indicating that in these sectors the lineage progenitor reacquired stem cell identity. These data suggest that the original phloem identity cell occasionally respecifies as a stem cell during GA treatment, thus supporting the respecification hypothesis.

Discussion

Previous studies show that elevated GA levels during flowering enhance xylem production in Arabidopsis hypocotyls17,21 to provide mechanical support for the growing inflorescence stem. Our study shows that GA regulates the balance between xylem and phloem production (Fig. 6) from the onset of secondary growth in the Arabidopsis root. Under our experimental conditions, secondary growth in root begins at 4–5 days after sowing, well before the onset of flowering-induced GA production commences. Although the function of GA in early secondary development is poorly characterized, its function as a central integrator of various environmental and endogenous cues42 suggests that GA may modulate xylem:phloem ratios in response to environmental conditions.

Fig. 6: Models describing cambium dynamics.
figure 6

a, Model showing the consequences to PIN1, PAT and auxin signalling upon GA treatment. GA induces PIN1 expression in the phloem-side stem cell daughter, leading to increased PAT and widening of the auxin signalling maximum to the xylem-side stem cell daughter, which then gains xylem identity. The numbers −2, −1, 1 and 2 indicate the position of the cells relative to the most recent cell division, with negative values towards the xylem and positive towards the phloem. b, Schematic explaining how the fate of the stem cell daughters is regulated by GA. In normal conditions, cambial stem cells produce an equal amount of xylem and phloem. With low GA levels, stem cell daughters preferentially gain phloem identity, while high GA levels lead to xylem identity, and in extreme cases to the respecification of stem cells from phloem identity cells. Proportions of produced xylem and phloem come from multiple, repetitive, lineage-tracing experiments. X, xylem; S, stem cell (daughters); P, phloem.

We show that GA affects xylem proliferation in two ways: first, it increases the number of xylem cells differentiating from the stem cells, and second, it promotes the expansion of secondary xylem vessels, resembling the effect that GA has on other cell types in other tissues43. GA has the opposite effect on phloem production: stem cells produce fewer phloem cells. However, despite the reduced total phloem cell number, a higher proportion of conductive cells are produced. In turn, a GA biosynthesis mutant has a higher proportion of parenchyma cells than conductive cells. Thus, even though GA levels have a clear impact on phloem parenchyma production, they have a smaller impact on the number of conductive phloem cells. This might be important in ensuring phloem transport capacity regardless of GA status. Auxin promotes primary sieve element differentiation in root tips44. Since we show that GA increases auxin signalling in cambium and that GA also promotes conductive phloem formation, we speculate that auxin is needed for the differentiation of conductive phloem cell types also during secondary growth. Supporting this hypothesis, studies have shown that GA and auxin together increase the production of phloem fibres45,46.

We discovered that GA promotes PIN1-dependent and ABCB19/21-assisted PAT, which leads to broadening of auxin signalling in the root cambium during the early stages of secondary development. Previous studies have shown that the DELLAs and ARFs together regulate xylem production in the Arabidopsis hypocotyl during flowering21. In poplar stems, GA promotes xylem production via ARF7, and this is associated with transcriptional upregulation of PIN147,48. During leaf venation, PIN1 promotes auxin accumulation49, which leads to activation of ARFs50. This in turn promotes PIN1 expression, thus completing a feed-forward loop51. Our results show that GA induces PIN1 first, followed by upregulation of the ARF-regulated auxin signalling reporter DR5v2. This is supported by the finding that PIN1-GFP is induced by GA even in the arf7,19 mutant background. These results support a mechanism in which GA enters this feed-forward loop by regulating the PIN1 expression pattern, at least during early secondary development in the Arabidopsis root.

Organizer cells in meristems position the stem cells to the adjacent cells. In the cambium, organizer cells are defined by a local auxin signalling maximum and subsequent HD-ZIP III expression that leads to cells acquiring xylem identity and cell-autonomous inhibition of cell division4. In this study, we show that the position of the maximum regulates the fate decisions of the stem cell daughters. In the presence of high GA and thus elevated PAT, the xylem-side stem cell daughters accumulate high levels of auxin and therefore likely obtain xylem/organizer identity. The phloem-side stem cell daughters retain stem cell identity (Fig. 6a). Occasionally, both daughters accumulate high levels of auxin, leading both to obtain xylem/organizer identity. This forces the neighbouring phloem identity cell to respecify as a stem cell (Fig. 6b). When GA levels are low, both stem cell daughters have typically low auxin levels, thus making the xylem-side daughter maintain its stem cell identity, since it is located adjacent to an existing auxin signalling maximum. Under these conditions, the phloem-side daughter obtains phloem identity. It is noteworthy that the outcomes described above refer to the most common effects of GA manipulations on auxin maximum and in xylem and phloem production. Moreover, GA manipulations show sizeable variation in the width of PIN1-GFP and DR5v2 expression (Figs. 3c and 4d). For example, after GA treatment, DR5v2 expression typically extends to the xylem side daughter. However, there is still a substantial number of cell files where DR5v2 is expressed deeper in the xylem (Fig. 3c). Indeed, not all cells differentiate as xylem after GA treatment, but 33% of cells differentiate as phloem (Fig. 6b). This variability in the GA regulated stem cell fate decisions probably reflects the GA’s role in adjusting, rather than dictating, the ratio of xylem and phloem production.

It is unknown what positions the stem cells adjacent to the auxin maximum. One possibility is that medium auxin levels within the auxin gradient promote stem cell divisions. Supporting this idea, we previously observed an auxin signalling gradient along the cambium using a sensitive auxin signalling reporter4. However, it is unclear how such a gradient could robustly position the stem cells. Another possibility is that the auxin maximum initiates a mobile signal, which non-cell-autonomously specifies stem cells in the adjacent position and promotes their division. However, the existence of such a signal remains speculative.

Methods

Plant material and cloning

All entry clones, except p1R4z-DR5v2, were generated by PCR amplification of the desired sequence with the primers listed in Supplementary Table 1 followed by recombination into MultiSite Gateway compatible pDONR entry vectors (Supplementary Table 2). The PCR fragment of DR5v2, which was amplified from genomic DNA isolated from DR5v2:nlsGFP30, was cloned into the p1R4z-BsaI-ccdB-BsaI entry vector via Golden Gate cloning to generate p1R4z-DR5v2. The construction of p1R4z-BsaI-ccdB-BsaI and the Golden Gate cloning were done as previously described52. The resulting entry vector, p1R4z-DR5v2 was assembled together with p221z-erRFP53 and p2R3z-nosT53 into the destination vector pHm43GW54 by a MultiSite Gateway LR reaction.

MultiSite Gateway technology was used to combine entry clones carrying a promoter (first box), gene of interest or a tag (second box) and a tag or terminator (third box) with Gateway-compatible binary destination vectors in a MultiSite Gateway LR clonase reaction. All of the expression vectors generated in this study are listed in Supplementary Table 3.

All of the expression vectors were dipped in the Col-0 background, and single insertion lines were screened based on Mendelian segregation of the selection marker. Several single insertion lines were screened for each construct to observe the most consistent phenotypes or expression patterns. For inducible RGAΔ17 lines, five lines with PEAR promoter (five out of five behaved as shown), three lines with ANT promoter (lines had varying strength, so intermediate one was shown) and eight lines with AtHB8 promoter (six out of eight behaved as shown) were analysed. A previously published inducible microRNA (miRNA) against MP (amiMP)4 line was dipped into the arf7-2,19-5 background due to silencing issues in the earlier arf7-1,19-1 background. Seeds published in this study, as well as the already published lines, are listed in Supplementary Table 4. The following transgenic and mutant lines have been reported elsewhere: pHS:Dbox-CRE x 35S:lox-GUS4, p35S:XVE»miR165a4, pANT:XVE-CRE x 35S:lox-GUS4, pPIN1:PIN1-GFP55, pPIN1:PIN1-GFP x ga122, pPIN2:PIN2-GFP55, pPIN3:PIN3-GFP56, pPIN4:PIN4-GFP57, pPIN7:PIN7-GFP57, pRGA:GFP-RGA27, DR5rev:GUS58, arf7-1,19-159, arf7-2,19-560, pin1-7 (SALK-047613)61, pin3,4,762, pin1-111, ga1 (SALK-109115)22, abcb19-10163 and abcb21-140.

Plant growth and chemical treatments

Seeds were surface sterilized first with 20% chlorine and then with 70% ethanol, washed twice with H2O and then plated on a half-strength growth medium (½ GM, containing 0.5× MS salt mixture with vitamins (Duchefa), 1% sucrose, 0.5 g l−1 2-(N-morpholino)ethanesulfonic acid (MES) pH 5.8 and 0.8% agar) and vernalized at 4 °C for 2 days. In the case of ga1 (SALK-109115), after sterilization the seeds were soaked in 100 µM GA3 for 5 days and covered at 4 °C. Before plating, seeds were washed five times with H2O. The age of the plants was measured from when the plates were vertically positioned in the growth cabinet. The temperature in the cabinets was 22 °C, and they had long-day conditions (16 h of light). To get seeds from ga1 plants, plants growing in soil were sprayed with 100 µM GA3 twice per week until they had seeds.

Stocks of GA4,7 (Duchefa) and GA3 (Duchefa) (10 mM and 100 mM, respectively) were prepared in 100% EtoH and stored at −20 °C. A 10 mM stock of GA biosynthesis inhibitor paclobutrazol (Sigma) was prepared in 100% EtOH and stored at −20 °C. A 10 mM stock of EdU, a thymidine analogue (Thermo Fisher), was made in dimethyl sulfoxide (DMSO) and stored at −20 °C. A synthetic derivative of oestradiol,17-b-oestradiol (EST) (Sigma), was prepared as a 20 mM stock solution in DMSO and stored at −20 °C.

GA3 (100 μM) was used for ga1 seed germination and seed production. The working concentration for GA4,7 was 2 µM, and paclobutrazol working concentration was 10 µM. XVE-based gene induction was achieved by transferring plants onto plates containing 5 µM 17-b-oestradiol or an equal volume of DMSO as a mock treatment. For EdU incorporation, plants were placed in liquid ½GM containing 10 µM EdU for the time stated in each experiment.

GUS staining, microtome sections and histology

The protocol was modified from Idänheimo et al.64. Samples were fixed with 90% acetone on ice for 30 min, washed two times with a sodium phosphate buffer (0.05 M, pH 7.2) and then vacuum infiltrated with the GUS-staining solution (0.05 M sodium phosphate buffer, pH 7.2; 1.5 mM ferrocyanide, 1.5 mM ferricyanide, 1 mM X-glucuronic acid and 0.1% Triton X-100). Samples were placed at 37 °C until the staining was at the desired level (the required time varied between different lines).

After staining, the samples were fixed overnight in 1% glutaraldehyde, 4% formaldehyde and 0.05 M sodium phosphate pH 7.2. Fixed samples were dehydrated in an ethanol series (10%, 30%, 50%, 70%, 96% and 2× 100%), with 30 min for each step, and then incubated for 1 h in a 1:1 solution of 100% ethanol and solution A (Leica Historesin Embedding kit). After 2 h in solution A, samples were placed in plastic chambers and filled with 14:1 mixture of solution A: hardener.

Sections of 5 or 10 μm were prepared on a Leica JUNG RM2055 microtome using a microtome knife (Leica Disposable blades TC-65). The sections were imaged without staining or after staining with Safranin O (Sigma-Aldrich) (1 min in 0.0125% solution, rinsed with water) or double staining with 0.05% ruthenium red (Sigma-Aldrich) and toluidine blue (Sigma-Aldrich) (5 s in each, rinsed between stainings and afterwards with water). Sections were mounted in water and visualized with a Leica 2500 Microscope.

Fluorescent marker analysis: vibratome sections and EdU detection

Using a protocol modified from Smetana et al.4, samples were vacuum infiltrated with 4% paraformaldehyde solution (PFA, Sigma) in 1× phosphate-buffered saline (PBS) pH 7.2. After fixation, the samples were washed with PBS and embedded in 4% agarose. Embedded samples were cut with a vibratome into 200 µm sections for confocal analysis. Agarose slices were placed into PBS with SR2200 (1:1000, Renaissance Chemicals) for cell wall staining. For root tip visualizations, we fixed the samples with 4% PFA, cleared them with CLEARSEE and stained the cell walls with SR2200, as in Ursache et al.65.

To visualize EdU-positive nuclei, EdU detection was performed on the agarose sections before cell wall staining. The Click-iT EdU Alexa Fluor 488 Imaging Kit (Thermo Fisher) was used for detection with a modified EdU detection mix41. Samples were incubated in the detection mix for 1 h on ice and then transferred into PBS with SR2200 (1:1000).

Microscopy and image processing

Light microscopy images were taken with a Leica 2500 microscope (20× and 40× objectives). Fluorescent markers were imaged with a Leica Stellaris 8 confocal microscope (63× objective). Confocal images were obtained with Leica Las AF software using PBS or water as the imaging medium. All confocal images with multiple channels were imaged in sequential scan mode. Confocal settings may have varied between experiments but always stayed the same for the experimental sample and the respective control. To better optimize the SR2200 cell wall staining, the signal was sometimes adjusted during imaging and may thus vary between the sample and control.

The Leica Stellaris 8 has a Tau-gating mode that makes it possible to separate GFP signals from background signals. GFP markers were always imaged with this Tau-gating mode, gathering signals between 1.3 ns and 9 ns.

Contrast was adjusted with Abobe Photoshop for the whole GUS images in the following figures: Figs. 1f–h and 5g. A transparent box was added to the figure to make the text more readable in the following figures: Figs. 1a,f–h,j, 2a–d, 3a,b,f,h, 4a–c,g and 5a,b,d–g,j–m and Extended Data Fig. 3a–d,f,g.

Image projections

For image projections (Extended Data Fig. 1f–h), each image was annotated by marking the centre of the root and following the most recent cell division in each cell column in the cambium. The images have been rotated so that the primary xylem axis is oriented in vertical position. Signal data from the image were sampled from the centre point to the edges of the root and aligned to the most recent cell division in the cambial zone. All images in the same treatment were then aligned with the annotated cambial line starting from the centre to the edge. Images within each treatment can therefore be compared and analysed on the basis of the fluorescent signal distribution and intensity, and the location/distance of cambium from the root centre. Image wrapping was done using Python 3.8.10 (ref. 66), and image region of interest (ROI) area extraction was done using several different libraries, including OpenCV2 (ref. 67), Pillow68, Matplotlib v2.2.1 (ref. 69) and NumPy70. More detailed documentation is available on GitHub (https://github.com/LMIVainio/PolarUnwrap/find/main).

Image analysis

Fiji/ImageJ was used for image analysis. When counting secondary xylem vessels, the primary xylem axis was not included and only mature secondary vessels with light-blue toluidine blue staining were counted. Cells were counted with the cell counter tool. Xylem cells include all the cells inwards of the most recent (thinnest) cell division, so this also sometimes includes the stem cells and stem cell daughters (black line in Fig. 1a). Cells that are not xylem vessels were quantified as xylem parenchyma. Phloem cells were counted as all the cells outwards from the most recent cell division until the periderm border (clearly thicker continuous cell wall on the outskirts of the cross section: red line in Fig. 1a and dashed red line in Extended Data Fig. 1a). Phloem sieve elements were identified by safranin staining, which does not stain these cells, leaving them bright white while other cells show orange staining. In Fig. 4f,g (pin mutants), the data in the graph are combined from four separate experiments, so we normalized the data from the experiments by giving the Col-0 the value of 1 and counting the other values relative to that.

Analysis of the fluorescent markers was done with either Fiji/ImageJ or Leica LAS X lite. For PIN1 and DR5, we quantified the reach of the respective marker expression, meaning the position of the last cell in cambium marker expression was seen. For the spread of ANT, we quantified the expression of the ANT marker in the cambium, recording whether the marker was expressed on both sides of the most recent cell division or only on the phloem side. Both of these quantifications were carried out only for those radial cell files where the thinnest cell wall was clearly recognizable. For the EdU pulse experiment, we quantified the number of EdU-positive nuclei that either overlapped with the ANT signal or were on its xylem side, and the number of those that are only on the xylem side of ANT expression.

Auxin transport assays

Six-day-old seedlings on half MS agar plates were treated by applying a thin surface drench of 3 µM GA4,7. After 1 h, the solution was poured off and the seedlings were rinsed and gently blotted to remove excess solution. The seedlings were then either transferred directly to a discontinuous filter paper system for transport assays71,72,73 or allowed to grow for an additional 1–2 days before the assays. For the auxin transport assays, a 200 nl droplet of 10 µM 3H-IAA was placed at the root–shoot transition zone and the seedlings were then incubated under low yellow light. After 3 h, 8 mm segments were collected from two different positions along the root: apex to 0.8 cm (that is, root tip) and 1.8–2.6 cm (that is, upper part). 3H-IAA was measured by liquid scintillation counting. The 1.8–2.6 cm segments contained lateral root primordia and emerged lateral roots. Data shown are mean ± standard deviation (s.d.) (three independent pools of ten seedlings).

qRT–PCR

RNA was collected from 2-cm-long pieces starting just below the hypocotyl of 10-day-old roots where lateral roots had been removed. RNA was isolated using the GeneJET Plant RNA Purification Mini kit (Thermo Fisher) and treated with DNase. Complementary DNA was synthesized from 100 ng of RNA using Maxima H Minus reverse transcriptase (Thermo Fisher) and oligodT primers (Thermo Fisher). The PCR reaction was done on a Bio-Rad CFX384 cycler using EvaGreen qPCR mix (Solis Biodyne) and the following program: 10 min at 95 °C, 50 cycles (10 s at 95 °C, 10 s at 60 °C and 30 s in 72 °C). All of the primers used in qRT–PCR are listed in Supplementary Table 1. The results were normalized, following earlier published methods74,75, to the reference genes ACT2, UBQ10 and TIP41. Three biological replicates were used for each line and treatment, as well as three technical replicates.

For ABCB21 expression, 7 day seedlings were surface drenched with MS solution containing solvent control, 1 µM GA or 10 µM GA for 15 min. Solutions were decanted then plates returned upright in light for 24 h. Total RNA was isolated with TRIzol (Thermo Fisher) followed by lithium chloride precipitation. Total RNA (1.5 µg) was reverse transcribed with Superscript III (Thermo Fisher). PCR reactions were performed on a Bio-Rad CFX96 cycler using SYBR Green master mix (Applied Biosystems) and the following program: 3 m at 95 °C, 45 cycles (15 s at 95 °C and 1 min at 60 °C). Expression was normalized to the reference genes ACT2 and PP2A. Primers used were from Jenness et al.40,76.

ANT EdU pulse experiment

A short 6 h pulse of 10 µM EdU in liquid ½GM was used, after which the EdU was removed by washing twice for 15 min with liquid ½GM. Washed plants were transferred into 2 µM GA4,7 or ethanol (EtOH) plates and allowed to grow for 2 days. After this, they were fixed for agarose sections and confocal analysis.

Lineage tracing

Lineage-tracing experiments were performed in 16- or 14-day-old plants. For the 16-day old HSdCR plants, plates were placed at 37 °C for 14 or 17 min. They were then immediately cooled at 4 °C for 15 min (ref. 4). The plants were then transferred to 2 µM GA4,7 or EtOH plates for 6 days. For the oestradiol (EST)-inducible lineage-tracing lines, 14-day old plants were incubated in 5 µM EST in liquid ½GM for 2 h (pPEAR1:XVE»CRE) or 30 min (pANT:XVE»CRE), washed three times for 15 min and then transferred to 2 µM GA4,7 or EtOH plates for 6 days. For the HSdCR experiments, we considered for the analysis only the sectors that proliferated. Some of the sectors, especially after GA treatment, ended on xylem vessels, which are dead and thus cannot be observed with GUS staining. Therefore, the length of these sectors towards the xylem is an underestimation of the actual length.

General methodology and statistical analysis

The number of individual plants, cross-sections or clones analysed is displayed as n in figures or figure legends. The fraction in the corner of some images indicates the frequency of the observation. All statistical analyses were performed using R version 4.1.2 (http://www.r-project.org/).

All measurements were taken from distinct samples and the same sample was not measured repeatedly.

Before comparing means, the normality of the data was confirmed with the Shapiro–Wilk test. When doing pairwise comparisons, normally distributed data were analysed with a two-tailed t-test and other data with a two-tailed nonparametric Wilcoxon test. When comparing multiple means with each other, a two-way ANOVA with Tukey post hoc was performed. In the case of single variable and not normally distributed data, we used Kruskall–Wallis test with Bonferroni adjustment. Categorical data were analysed with a chi-squared test.

In all of the box plots, the centre line represents the median, and the upper and lower box limits indicate the 75th and 25th percentiles, respectively. Whiskers show the maximum and minimum values, and outliers are shown as circles. Filled circles represent individual data points. In violin plots, the white dot shows the median and the thick line the interquartile range. The thinner line represents the rest of the distribution. Each side of the line is a kernel density estimation that shows the distribution shape of the data. Filled circles represent individual data points.

Softwares used

Leica LAS x, Leica LAS x lite, Bio-Rad CFX Manager, Fiji 1.53, R 4.1.2, R-studio 2022.07.2, Adobe Illustrator, Adobe Photoshop, Python 3.8.10 and MS Office Professional Plus 2016: Excel, Word

Reporting summary

Further information on research design is available in the Nature Portfolio Reporting Summary linked to this article.